THE ACCURACY GAP

Popular economics content is entertaining wrong.

MarketProof is an AI-powered content engine that researches, fact-checks, and scripts economics videos. Real sources. No hand-waving. Content that actually checks out.

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Free to try · No signup required
68%
of top econ videos contain errors
$15–50
CPM in finance niche
4x
share rate for correction content
The Problem

The channels people trust the most are the ones getting it wrong.

The biggest economics channels on YouTube prioritize engagement over accuracy. Oversimplified takes, missing context, outright errors. Millions of viewers walk away with a worse understanding than when they started.

The accurate channels? Small audiences. Inconsistent schedules. No production budget. The problem isn't knowledge. It's throughput.

Economics Explained
4M+ subscribers
Inaccurate
How Money Works
2.5M+ subscribers
Entertainment-first
The Plain Bagel
800K+ subscribers
Accurate, slow
Patrick Boyle
1M+ subscribers
Expert, niche
MarketProof
Launching 2026
Accurate + scalable
How It Works

AI does the research. You tell the story.

A single economics video script takes 20-40 hours of research. MarketProof compresses that to minutes, with sources attached.

01
🔎
Topic Research
AI identifies trending economics misconceptions and underexplored market forces worth covering.
02
📑
Script Generation
Produces fact-checked, source-cited video scripts with clear narrative structure and audience hooks.
03
✅
Accuracy Layer
Cross-references claims against academic papers, government data, and primary sources. Every claim cited.
04
🚀
Publish Pipeline
Optimized titles, descriptions, social clips, and newsletter excerpts. One script, every platform.
Economics education shouldn't require choosing between popular and correct.

MarketProof is building the content engine that makes accuracy scale.